{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "20055899",
      "metadata": {
        "id": "20055899"
      },
      "source": [
        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pinecone-io/examples/blob/master/docs/quick-tour/simple-classifier.ipynb) [![Open nbviewer](https://raw.githubusercontent.com/pinecone-io/examples/master/assets/nbviewer-shield.svg)](https://nbviewer.org/github/pinecone-io/examples/blob/master/docs/quick-tour/simple-classifier.ipynb)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "bored-entity",
      "metadata": {
        "id": "bored-entity",
        "papermill": {
          "duration": 0.047114,
          "end_time": "2021-04-16T15:13:28.913630",
          "exception": false,
          "start_time": "2021-04-16T15:13:28.866516",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "# Building a Simple Classifier with Pinecone\n",
        "\n",
        "It is easy to build vector-based ML applications using Pinecone's simple workflow:\n",
        "\n",
        "1. Create a Pinecone [Index](https://docs.beta.pinecone.io/en/latest/intro/concepts.html#graph). Once it is created, you will have a production-ready vector database service. (Yes, it's that simple!)\n",
        "\n",
        "1. Connect to the index. You can then start inserting vectors and getting query results.\n",
        "\n",
        "\n",
        "In this example, we show you how you can build a simple nearest neighbor classifier. We will sample data from two multivariate normal distributions with different means and equal variance. We will then classify which multivariate normal distribution an unknown vector belongs to by the majority vote of the nearest neighbors’ class labels."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "middle-communications",
      "metadata": {
        "id": "middle-communications",
        "papermill": {
          "duration": 0.026559,
          "end_time": "2021-04-16T15:13:28.966927",
          "exception": false,
          "start_time": "2021-04-16T15:13:28.940368",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "## Prerequisites"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "advised-updating",
      "metadata": {
        "id": "advised-updating",
        "papermill": {
          "duration": 0.029602,
          "end_time": "2021-04-16T15:13:29.023832",
          "exception": false,
          "start_time": "2021-04-16T15:13:28.994230",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "Install dependencies."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "id": "amber-expert",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2021-04-16T15:13:29.084538Z",
          "iopub.status.busy": "2021-04-16T15:13:29.081631Z",
          "iopub.status.idle": "2021-04-16T15:13:55.310957Z",
          "shell.execute_reply": "2021-04-16T15:13:55.309454Z"
        },
        "id": "amber-expert",
        "outputId": "36951bf0-fd3c-45f3-a451-e66a61dd2b70",
        "papermill": {
          "duration": 26.262489,
          "end_time": "2021-04-16T15:13:55.311631",
          "exception": false,
          "start_time": "2021-04-16T15:13:29.049142",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m11.6/11.6 MB\u001b[0m \u001b[31m23.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h"
          ]
        }
      ],
      "source": [
        "!pip install -qU \\\n",
        "  pinecone-client==3.1.0 \\\n",
        "  matplotlib==3.7.1 \\\n",
        "  seaborn==0.12.2 \\\n",
        "  pandas==2.0.3"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "traditional-singer",
      "metadata": {
        "id": "traditional-singer",
        "papermill": {
          "duration": 0.023885,
          "end_time": "2021-04-16T15:13:55.370837",
          "exception": false,
          "start_time": "2021-04-16T15:13:55.346952",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "Set up Pinecone."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "13a98359",
      "metadata": {},
      "source": [
        "Before getting started, decide whether to use serverless or pod-based index."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "598dc979",
      "metadata": {},
      "outputs": [],
      "source": [
        "import os\n",
        "\n",
        "use_serverless = os.environ.get(\"USE_SERVERLESS\", \"False\").lower() == \"true\""
      ]
    },
    {
      "cell_type": "markdown",
      "id": "1f76f8d4",
      "metadata": {},
      "source": [
        "## Creating an Index\n",
        "\n",
        "Now the data is ready, we can set up our index to store it.\n",
        "\n",
        "We begin by initializing our connection to Pinecone. To do this we need a [free API key](https://app.pinecone.io)."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "86f9da30",
      "metadata": {},
      "outputs": [],
      "source": [
        "from pinecone import Pinecone\n",
        "\n",
        "# initialize connection to pinecone (get API key at app.pc.io)\n",
        "api_key = os.environ.get('PINECONE_API_KEY') or 'PINECONE_API_KEY'\n",
        "environment = os.environ.get('PINECONE_ENVIRONMENT') or 'PINECONE_ENVIRONMENT'\n",
        "\n",
        "# configure client\n",
        "pc = Pinecone(api_key=api_key)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d7538858",
      "metadata": {},
      "source": [
        "Now we setup our index specification, this allows us to define the cloud provider and region where we want to deploy our index. You can find a list of all [available providers and regions here](https://docs.pinecone.io/docs/projects)."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "cbd23f3a",
      "metadata": {},
      "outputs": [],
      "source": [
        "from pinecone import ServerlessSpec, PodSpec\n",
        "\n",
        "if use_serverless:\n",
        "    cloud = os.environ.get('PINECONE_CLOUD') or 'PINECONE_CLOUD'\n",
        "    spec = ServerlessSpec(cloud='aws', region='us-west-2')\n",
        "else:\n",
        "    spec = PodSpec(environment=environment)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "global-cigarette",
      "metadata": {
        "id": "global-cigarette",
        "papermill": {
          "duration": 0.024526,
          "end_time": "2021-04-16T15:13:56.417709",
          "exception": false,
          "start_time": "2021-04-16T15:13:56.393183",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "## Generate data from multivariate normal distributions"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "id": "brave-burst",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:13:56.478585Z",
          "iopub.status.busy": "2021-04-16T15:13:56.477144Z",
          "iopub.status.idle": "2021-04-16T15:13:56.527405Z",
          "shell.execute_reply": "2021-04-16T15:13:56.526850Z"
        },
        "id": "brave-burst",
        "papermill": {
          "duration": 0.084503,
          "end_time": "2021-04-16T15:13:56.527637",
          "exception": false,
          "start_time": "2021-04-16T15:13:56.443134",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "from collections import Counter\n",
        "\n",
        "random_state = 321\n",
        "np.random.seed(random_state)\n",
        "\n",
        "sample_size = 50000\n",
        "dim = 10\n",
        "A_mean = 0.\n",
        "B_mean = 2.\n",
        "\n",
        "# Create multivariate normal samples\n",
        "A_vectors = A_mean + np.random.randn(sample_size, dim)\n",
        "B_vectors = B_mean + np.random.randn(sample_size, dim)\n",
        "\n",
        "# Query data generated from A distribution\n",
        "query_size = 20\n",
        "A_queries = A_mean + np.random.randn(query_size, dim)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "fleet-jackson",
      "metadata": {
        "id": "fleet-jackson",
        "papermill": {
          "duration": 0.024164,
          "end_time": "2021-04-16T15:13:56.578533",
          "exception": false,
          "start_time": "2021-04-16T15:13:56.554369",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "Compare the first 2 dimensions of the multivariate normals in a scatterplot."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "id": "negative-window",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 407
        },
        "execution": {
          "iopub.execute_input": "2021-04-16T15:13:56.642439Z",
          "iopub.status.busy": "2021-04-16T15:13:56.636603Z",
          "iopub.status.idle": "2021-04-16T15:13:58.887956Z",
          "shell.execute_reply": "2021-04-16T15:13:58.888531Z"
        },
        "id": "negative-window",
        "outputId": "0601b52a-c4e3-41f6-9e09-32cd612adc70",
        "papermill": {
          "duration": 2.285819,
          "end_time": "2021-04-16T15:13:58.888824",
          "exception": false,
          "start_time": "2021-04-16T15:13:56.603005",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [
        {
          "data": {
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",
            "text/plain": [
              "<Figure size 800x400 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "%matplotlib inline\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import pandas as pd\n",
        "import seaborn as sns\n",
        "\n",
        "# Let's use our own colors to make things pretty.\n",
        "pink = (206 / 255, 0 / 255, 65 / 255)\n",
        "blue = (0 / 255, 0 / 255, 163 / 255)\n",
        "green = (24 / 255, 187 / 255, 169 / 255)\n",
        "\n",
        "plot_df = pd.concat(\n",
        "    [\n",
        "        pd.DataFrame(dict(D1=A_vectors[:, 0], D2=A_vectors[:, 1], cluster=\"A\")),\n",
        "        pd.DataFrame(dict(D1=B_vectors[:, 0], D2=B_vectors[:, 1], cluster=\"B\")),\n",
        "        pd.DataFrame(dict(D1=A_queries[:, 0], D2=A_queries[:, 1], cluster=\"Queries\")),\n",
        "    ]\n",
        ")\n",
        "\n",
        "fig, ax = plt.subplots(figsize=(8, 4))\n",
        "ax.tick_params(labelsize=10)\n",
        "ax.xaxis.label.set_size(12)\n",
        "ax.yaxis.label.set_size(12)\n",
        "sns.scatterplot(\n",
        "    data=plot_df,\n",
        "    x=\"D1\",\n",
        "    y=\"D2\",\n",
        "    hue=\"cluster\",\n",
        "    palette=[green, pink, blue],\n",
        "    s=10,\n",
        "    ax=ax,\n",
        ")\n",
        "ax.legend(\n",
        "    title=\"cluster\", loc=\"upper left\", borderpad=0.2, fancybox=False, framealpha=0.5\n",
        ")\n",
        "plt.tight_layout()\n",
        "plt.box(on=None)\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "prepared-clarity",
      "metadata": {
        "id": "prepared-clarity",
        "papermill": {
          "duration": 0.028795,
          "end_time": "2021-04-16T15:13:58.947963",
          "exception": false,
          "start_time": "2021-04-16T15:13:58.919168",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "## Build a classifier using Pinecone"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "id": "younger-blame",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:13:59.014429Z",
          "iopub.status.busy": "2021-04-16T15:13:59.011914Z",
          "iopub.status.idle": "2021-04-16T15:13:59.015240Z",
          "shell.execute_reply": "2021-04-16T15:13:59.015671Z"
        },
        "id": "younger-blame",
        "papermill": {
          "duration": 0.036746,
          "end_time": "2021-04-16T15:13:59.016025",
          "exception": false,
          "start_time": "2021-04-16T15:13:58.979279",
          "status": "completed"
        },
        "tags": [
          "parameters"
        ]
      },
      "outputs": [],
      "source": [
        "index_name = \"simple-knn-classifier\""
      ]
    },
    {
      "cell_type": "markdown",
      "id": "valid-following",
      "metadata": {
        "id": "valid-following",
        "papermill": {
          "duration": 0.029149,
          "end_time": "2021-04-16T15:13:59.075494",
          "exception": false,
          "start_time": "2021-04-16T15:13:59.046345",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "We will using the Euclidean distance as the measure of similarity in this example. We also support dot-product and cosine similarity metrics. Refer to the [documentation](https://docs.beta.pinecone.io/en/latest/python_client/graph.html#pinecone.graph.IndexGraph) for all of the supported metrics."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "id": "abandoned-highlight",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:13:59.143502Z",
          "iopub.status.busy": "2021-04-16T15:13:59.142679Z",
          "iopub.status.idle": "2021-04-16T15:14:10.471212Z",
          "shell.execute_reply": "2021-04-16T15:14:10.470130Z"
        },
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        "papermill": {
          "duration": 11.365139,
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          "exception": false,
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          "status": "completed"
        },
        "tags": []
      },
      "outputs": [],
      "source": [
        "import time\n",
        "\n",
        "if index_name in pc.list_indexes().names():\n",
        "    pc.delete_index(index_name)\n",
        "pc.create_index(\n",
        "    name=index_name, \n",
        "    dimension=dim, \n",
        "    metric=\"euclidean\",\n",
        "    spec=spec\n",
        ")  # Create a Pinecone index\n",
        "\n",
        "# wait for index to be ready before connecting\n",
        "while not pc.describe_index(index_name).status['ready']:\n",
        "    time.sleep(1)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "id": "assumed-macedonia",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:10.545983Z",
          "iopub.status.busy": "2021-04-16T15:14:10.545069Z",
          "iopub.status.idle": "2021-04-16T15:14:11.349549Z",
          "shell.execute_reply": "2021-04-16T15:14:11.348306Z"
        },
        "id": "assumed-macedonia",
        "papermill": {
          "duration": 0.842044,
          "end_time": "2021-04-16T15:14:11.350206",
          "exception": false,
          "start_time": "2021-04-16T15:14:10.508162",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [],
      "source": [
        "index = pc.Index(index_name)  # connect to the index"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "id": "creative-charlotte",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:11.434976Z",
          "iopub.status.busy": "2021-04-16T15:14:11.429132Z",
          "iopub.status.idle": "2021-04-16T15:14:11.499120Z",
          "shell.execute_reply": "2021-04-16T15:14:11.498232Z"
        },
        "id": "creative-charlotte",
        "outputId": "ddd3bff4-638f-4f12-8bc5-738510b5cfe1",
        "papermill": {
          "duration": 0.109671,
          "end_time": "2021-04-16T15:14:11.499348",
          "exception": false,
          "start_time": "2021-04-16T15:14:11.389677",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [
        {
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              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
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            ],
            "text/plain": [
              "            id                                             vector\n",
              "27490  A-27490  [-0.0738189388910569, 1.2172645455403326, 0.43...\n",
              "81849  B-31849  [4.200122577274714, 2.2921594288727363, 2.3567...\n",
              "98553  B-48553  [0.2684113917308826, 4.677519902925265, 1.7735...\n",
              "96211  B-46211  [1.2046852878941696, 2.8184499827395535, 0.152...\n",
              "72365  B-22365  [2.5511272846529094, 2.9778061355909404, 0.148..."
            ]
          },
          "execution_count": 9,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# Create a Pandas DataFrame for the data.\n",
        "items_df = pd.DataFrame()\n",
        "items_df[\"id\"] = [f\"A-{ii}\" for ii in range(len(A_vectors))] + [\n",
        "    f\"B-{ii}\" for ii in range(len(B_vectors))\n",
        "]\n",
        "items_df[\"vector\"] = [*A_vectors.tolist(), *B_vectors.tolist()]\n",
        "items_df.sample(5)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "id": "north-finance",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:11.570769Z",
          "iopub.status.busy": "2021-04-16T15:14:11.569429Z",
          "iopub.status.idle": "2021-04-16T15:14:21.512365Z",
          "shell.execute_reply": "2021-04-16T15:14:21.511258Z"
        },
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          "exception": false,
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          "status": "completed"
        },
        "tags": []
      },
      "outputs": [],
      "source": [
        "# Upload the sample data formatted as (id, vector) tuples.\n",
        "import itertools\n",
        "\n",
        "def chunks(iterable, batch_size=100):\n",
        "    it = iter(iterable)\n",
        "    chunk = tuple(itertools.islice(it, batch_size))\n",
        "    while chunk:\n",
        "        yield chunk\n",
        "        chunk = tuple(itertools.islice(it, batch_size))\n",
        "\n",
        "for vectors in chunks(((row.id, row.vector) for _, row in items_df.iterrows())):\n",
        "    index.upsert(vectors=vectors)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "id": "cardiovascular-yugoslavia",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:21.623180Z",
          "iopub.status.busy": "2021-04-16T15:14:21.622435Z",
          "iopub.status.idle": "2021-04-16T15:14:21.728303Z",
          "shell.execute_reply": "2021-04-16T15:14:21.729189Z"
        },
        "id": "cardiovascular-yugoslavia",
        "outputId": "697c8500-86cd-43e2-a6df-d528714359fb",
        "papermill": {
          "duration": 0.161516,
          "end_time": "2021-04-16T15:14:21.729715",
          "exception": false,
          "start_time": "2021-04-16T15:14:21.568199",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "{'dimension': 10,\n",
              " 'index_fullness': 0.93,\n",
              " 'namespaces': {'': {'vector_count': 93000}},\n",
              " 'total_vector_count': 93000}"
            ]
          },
          "execution_count": 11,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# index info\n",
        "index.describe_index_stats()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "id": "surprising-dutch",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:21.838006Z",
          "iopub.status.busy": "2021-04-16T15:14:21.837303Z",
          "iopub.status.idle": "2021-04-16T15:14:21.992759Z",
          "shell.execute_reply": "2021-04-16T15:14:21.991888Z"
        },
        "id": "surprising-dutch",
        "outputId": "e2106702-eb3e-4ac3-b68f-4b12bc4d89c5",
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          "exception": false,
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          "status": "completed"
        },
        "tags": []
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n",
            "Count nearest neighbors' class labels: A=10, B=0\n"
          ]
        }
      ],
      "source": [
        "# We expect most of a query's nearest neighbors are from the A distribution\n",
        "for query_vec in A_queries.tolist():\n",
        "    result = index.query(vector=query_vec, top_k=10)\n",
        "    cc = Counter(match.id.split(\"-\")[0] for match in result.matches)\n",
        "    print(f\"Count nearest neighbors' class labels: A={cc['A']}, B={cc['B']}\")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "returning-chair",
      "metadata": {
        "id": "returning-chair",
        "papermill": {
          "duration": 0.049289,
          "end_time": "2021-04-16T15:14:22.097554",
          "exception": false,
          "start_time": "2021-04-16T15:14:22.048265",
          "status": "completed"
        },
        "tags": []
      },
      "source": [
        "### Delete the index\n",
        "\n",
        "After we're done, we delete the index to save resources."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "id": "spread-roots",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2021-04-16T15:14:22.210975Z",
          "iopub.status.busy": "2021-04-16T15:14:22.210133Z",
          "iopub.status.idle": "2021-04-16T15:14:34.718927Z",
          "shell.execute_reply": "2021-04-16T15:14:34.719354Z"
        },
        "id": "spread-roots",
        "papermill": {
          "duration": 12.571533,
          "end_time": "2021-04-16T15:14:34.719693",
          "exception": false,
          "start_time": "2021-04-16T15:14:22.148160",
          "status": "completed"
        },
        "tags": []
      },
      "outputs": [],
      "source": [
        "# delete the index\n",
        "pc.delete_index(name=index_name)"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
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        "version": 3
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      "file_extension": ".py",
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      "end_time": "2021-04-16T15:14:35.499227",
      "environment_variables": {},
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      "input_path": "/notebooks/quick_tour/simple_classifier.ipynb",
      "output_path": "/notebooks/tmp/quick_tour/simple_classifier.ipynb",
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      "version": "2.3.3"
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